Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009519

The MH-36 locality cells most similar to this Chandrapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000206

distance 0.119 · cross-district

#2 · Chandrapurcell 4730009632

distance 0.122

#3 · Nagpurcell 4840000169

distance 0.133 · cross-district

#4 · Nagpurcell 4840000243

distance 0.137 · cross-district

#5 · Chandrapurcell 4730009340

distance 0.137

#6 · Chandrapurcell 4730009626

distance 0.138

#7 · Nagpurcell 4840000175

distance 0.143 · cross-district

#8 · Nagpurcell 4840000118

distance 0.148 · cross-district

#9 · Chandrapurcell 4730009404

distance 0.148

#10 · Chandrapurcell 4730009575

distance 0.151

#11 · Nagpurcell 4840000078

distance 0.151 · cross-district

#12 · Nagpurcell 4840000143

distance 0.152 · cross-district

#13 · Nagpurcell 4840000135

distance 0.152 · cross-district

#14 · Chandrapurcell 4730009581

distance 0.157

#15 · Bhandaracell 4710000853

distance 0.158 · cross-district

#16 · Chandrapurcell 4730008878

distance 0.16

#17 · Chandrapurcell 4730009580

distance 0.164

#18 · Chandrapurcell 4730009405

distance 0.165

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":473,"cluster_id":4730009519}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.